Publications

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2007
B. Ommer and Buhmann, J. M., Compositional Object Recognition, Segmentation, and Tracking in Video, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007, vol. 4679, p. 318--333.PDF icon Technical Report (2.78 MB)
B. Ommer and Buhmann, J. M., Learning the Compositional Nature of Visual Objects, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007, p. 1--8.PDF icon Technical Report (2.78 MB)
C. Sigg, Fischer, B., Ommer, B., Roth, V., and Buhmann, J. M., Nonnegative CCA for Audiovisual Source Separation, in International Workshop on Machine Learning for Signal Processing, 2007, p. 253--258.PDF icon Technical Report (1.27 MB)
2006
V. Roth and Ommer, B., Exploiting Low-level Image Segmentation for Object Recognition, in Pattern Recognition, Symposium of the DAGM, 2006, vol. 4174, p. 11--20.PDF icon Technical Report (473.84 KB)
B. Ommer and Buhmann, J. M., Learning Compositional Categorization Models, in Proceedings of the European Conference on Computer Vision, 2006, vol. 3953, p. 316--329.PDF icon Technical Report (1.35 MB)
B. Ommer, Sauter, M., and M., B. J., Learning Top-Down Grouping of Compositional Hierarchies for Recognition, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision, 2006, p. 194--194.PDF icon Technical Report (358.98 KB)
2005
B. Ommer and Buhmann, J. M., Object Categorization by Compositional Graphical Models, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005, vol. 3757, p. 235--250.PDF icon Technical Report (2.07 MB)
2003
B. Ommer and Buhmann, J. M., A Compositionality Architecture for Perceptual Feature Grouping, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003, vol. 2683, p. 275--290.PDF icon Technical Report (2.89 MB)

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